Tinkraj Malik

Analyst @Shoffr

At Shoffr, premium mobility isn’t just about cars it’s about trust, reliability, and the systems that ensure every ride is seamless.As an analyst working across operations, customer experience, and risk, I focus on solving real problems that impact rider confidence: reactive safety systems, limited real time visibility, inconsistent service quality, and delayed emergency response.Most platforms act after something goes wrong. We’re changing that.At Shoffr, we’re building proactive safety models analyzing ride patterns, detecting anomalies like route deviations or unexpected stops, and reducing risk in real time. At the same time, we’re improving transparency, strengthening driver accountability through data, and fixing coordination gaps between drivers, support teams, and systems.The result? Better reliability, faster response, and stronger trust.What makes this more exciting is how these learnings extend into my work on Time Band AI.Because whether it’s mobility or emergencies, the core problem is the same: time and coordination.The future lies in systems that don’t just respond but anticipate, synchronize, and act instantly.That’s what we’re building.